Emerging Trends in the Application of Artificial Intelligence and Machine Learning for Analytical Chemistry: Enhancing Precision and Automation
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Emerging Trends in the Application of Artificial Intelligence and Machine Learning for Analytical Chemistry: Enhancing Precision and Automation
Karanam Naga Subrahmanyeswara Swami1, Vijaya Lakshmi Sada2, V. Sanjeeva Kumar3, Gundu Pavani4, Karanam Ganga Bhavani5
1,2,3,4Department of Chemistry& Pithapur Rajah’s, Government College(A), Kakinada.
5Department of Chemistry & Pragati Vidyalaya Junior College, Peddapuram.
Abstract
This research paper explores the transformative impact of Artificial Intelligence (AI) and Machine Learning (ML) on the field of Analytical Chemistry. It delves into the emerging trends and applications of AI and ML in this domain, with a primary focus on enhancing precision and automation. Analytical Chemistry, a critical discipline in industries such as pharmaceuticals, environmental monitoring, and materials science, has seen a paradigm shift due to these technologies. The paper discusses key applications, challenges, ethical considerations, and future prospects, illustrating how AI and ML are poised to revolutionize Analytical Chemistry, enabling more accurate, efficient, and automated analytical processes.
Keywords: Artificial Intelligence, Machine Learning, Analytical Chemistry, Spectroscopy and Image Analysis, Drug Discovery, Model Development, Experimental Design, Validation and Robustness Testing, Precision, Automation, Data Processing, Big Data Analysis, Scientific Discovery, Ethical Considerations, Emerging Trends.
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